Pandas Profiling Report

Dataset statistics

Number of variables	19
Number of observations	1419
Missing cells	11347
Missing cells (%)	42.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	201.1 KiB
Average record size in memory	145.1 B

Variable types

NUM	17
CAT	1
BOOL	1

Warnings

`country` has a high cardinality: 152 distinct values	High cardinality
`producerprice_pigs_carcass_lcupertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_chickens_carcass_lcupertonne` is highly correlated with `producerprice_pigs_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_chickens_live_lcupertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_pigs_live_lcupertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 5 other fields	High correlation
`producerprice_chickens_carcass_slcpertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_pigs_carcass_slcpertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_chickens_live_slcpertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 5 other fields	High correlation
`producerprice_pigs_live_slcpertonne` is highly correlated with `producerprice_chickens_carcass_lcupertonne` and 6 other fields	High correlation
`producerprice_chickens_carcass_index` has 141 (9.9%) missing values	Missing
`producerprice_pigs_carcass_index` has 249 (17.5%) missing values	Missing
`producerprice_chickens_live_index` has 108 (7.6%) missing values	Missing
`producerprice_pigs_live_index` has 231 (16.3%) missing values	Missing
`producerprice_chickens_carcass_lcupertonne` has 996 (70.2%) missing values	Missing
`producerprice_pigs_carcass_lcupertonne` has 1012 (71.3%) missing values	Missing
`producerprice_chickens_live_lcupertonne` has 751 (52.9%) missing values	Missing
`producerprice_pigs_live_lcupertonne` has 774 (54.5%) missing values	Missing
`producerprice_chickens_carcass_slcpertonne` has 996 (70.2%) missing values	Missing
`producerprice_pigs_carcass_slcpertonne` has 1012 (71.3%) missing values	Missing
`producerprice_chickens_live_slcpertonne` has 751 (52.9%) missing values	Missing
`producerprice_pigs_live_slcpertonne` has 774 (54.5%) missing values	Missing
`producerprice_chickens_carcass_usdpertonne` has 1001 (70.5%) missing values	Missing
`producerprice_pigs_carcass_usdpertonne` has 1012 (71.3%) missing values	Missing
`producerprice_chickens_live_usdpertonne` has 758 (53.4%) missing values	Missing
`producerprice_pigs_live_usdpertonne` has 781 (55.0%) missing values	Missing
`country` is uniformly distributed	Uniform

Reproduction

Analysis started	2022-04-08 16:36:46.739750
Analysis finished	2022-04-08 16:37:42.626967
Duration	55.89 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

country
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	152
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	11.1 KiB

Poland	10
Panama	10
Qatar	10
Palestine	10
South Africa	10
Other values (147)	1369

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Poland	10	0.7%
Panama	10	0.7%
Qatar	10	0.7%
Palestine	10	0.7%
South Africa	10	0.7%
Belarus	10	0.7%
Serbia	10	0.7%
Sri Lanka	10	0.7%
Czechia	10	0.7%
Georgia	10	0.7%
Other values (142)	1319	93.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	52
Median length	8
Mean length	9.665961945
Min length	4

year
Real number (ℝ_≥0)

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2015.249471
Minimum	2011
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	2011
5-th percentile	2011
Q1	2013
median	2015
Q3	2018
95-th percentile	2019
Maximum	2020
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.732514239
Coefficient of variation (CV)	0.001355918598
Kurtosis	-1.183578513
Mean	2015.249471
Median Absolute Deviation (MAD)	2
Skewness	0.02173714889
Sum	2859639
Variance	7.466634065
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2015	151	10.6%
2016	151	10.6%
2017	151	10.6%
2018	151	10.6%
2019	151	10.6%
2014	150	10.6%
2011	149	10.5%
2012	149	10.5%
2013	149	10.5%
2020	67	4.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2011	149	10.5%
2012	149	10.5%
2013	149	10.5%
2014	150	10.6%
2015	151	10.6%

Value	Count	Frequency (%)
2020	67	4.7%
2019	151	10.6%
2018	151	10.6%
2017	151	10.6%
2016	151	10.6%

producerprice_chickens_carcass_index
Real number (ℝ_≥0)

MISSING

Distinct	124
Distinct (%)	9.7%
Missing	141
Missing (%)	9.9%
Infinite	0
Infinite (%)	0.0%

Mean	100.7597809
Minimum	17
Maximum	372
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	17
5-th percentile	73
Q1	93
median	100
Q3	107
95-th percentile	130
Maximum	372
Range	355
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	20.6932561
Coefficient of variation (CV)	0.2053721823
Kurtosis	28.46707285
Mean	100.7597809
Median Absolute Deviation (MAD)	7
Skewness	2.698979119
Sum	128771
Variance	428.2108479
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	79	5.6%
99	63	4.4%
98	58	4.1%
101	57	4.0%
96	49	3.5%
102	46	3.2%
94	45	3.2%
97	44	3.1%
104	43	3.0%
95	41	2.9%
Other values (114)	753	53.1%
(Missing)	141	9.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17	1	0.1%
29	1	0.1%
32	1	0.1%
35	2	0.1%
36	1	0.1%

Value	Count	Frequency (%)
372	1	0.1%
231	1	0.1%
227	1	0.1%
206	2	0.1%
195	1	0.1%

producerprice_pigs_carcass_index
Real number (ℝ_≥0)

MISSING

Distinct	114
Distinct (%)	9.7%
Missing	249
Missing (%)	17.5%
Infinite	0
Infinite (%)	0.0%

Mean	102.4495726
Minimum	29
Maximum	370
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	29
5-th percentile	75
Q1	93
median	100
Q3	109
95-th percentile	131.55
Maximum	370
Range	341
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	23.04741876
Coefficient of variation (CV)	0.2249635422
Kurtosis	47.29591154
Mean	102.4495726
Median Absolute Deviation (MAD)	8
Skewness	4.778464402
Sum	119866
Variance	531.1835114
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	59	4.2%
99	47	3.3%
98	47	3.3%
101	43	3.0%
95	41	2.9%
94	41	2.9%
96	37	2.6%
106	37	2.6%
108	36	2.5%
104	36	2.5%
Other values (104)	746	52.6%
(Missing)	249	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
29	1	0.1%
31	1	0.1%
32	1	0.1%
36	2	0.1%
48	1	0.1%

Value	Count	Frequency (%)
370	1	0.1%
360	1	0.1%
345	1	0.1%
327	1	0.1%
195	1	0.1%

producerprice_chickens_live_index
Real number (ℝ_≥0)

MISSING

Distinct	128
Distinct (%)	9.8%
Missing	108
Missing (%)	7.6%
Infinite	0
Infinite (%)	0.0%

Mean	100.5560641
Minimum	31
Maximum	440
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	31
5-th percentile	73
Q1	94
median	100
Q3	106
95-th percentile	127
Maximum	440
Range	409
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	21.11881382
Coefficient of variation (CV)	0.2100202908
Kurtosis	64.5269335
Mean	100.5560641
Median Absolute Deviation (MAD)	6
Skewness	4.789285751
Sum	131829
Variance	446.0042972
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	88	6.2%
98	72	5.1%
101	67	4.7%
99	61	4.3%
96	56	3.9%
97	52	3.7%
105	48	3.4%
104	45	3.2%
95	41	2.9%
94	41	2.9%
Other values (118)	740	52.1%
(Missing)	108	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31	1	0.1%
32	2	0.1%
34	1	0.1%
35	1	0.1%
38	2	0.1%

Value	Count	Frequency (%)
440	1	0.1%
318	1	0.1%
268	1	0.1%
235	1	0.1%
196	1	0.1%

producerprice_pigs_live_index
Real number (ℝ_≥0)

MISSING

Distinct	124
Distinct (%)	10.4%
Missing	231
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%

Mean	102.8282828
Minimum	10
Maximum	522
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	10
5-th percentile	74
Q1	93
median	100
Q3	108
95-th percentile	129
Maximum	522
Range	512
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	27.30323602
Coefficient of variation (CV)	0.2655226293
Kurtosis	64.24668558
Mean	102.8282828
Median Absolute Deviation (MAD)	8
Skewness	5.608565787
Sum	122160
Variance	745.4666973
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	70	4.9%
101	46	3.2%
99	46	3.2%
105	45	3.2%
98	45	3.2%
97	43	3.0%
94	37	2.6%
96	36	2.5%
102	36	2.5%
104	34	2.4%
Other values (114)	750	52.9%
(Missing)	231	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1	0.1%
17	2	0.1%
27	2	0.1%
35	1	0.1%
36	2	0.1%

Value	Count	Frequency (%)
522	1	0.1%
356	1	0.1%
310	1	0.1%
306	1	0.1%
298	1	0.1%

producerprice_chickens_carcass_lcupertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	398
Distinct (%)	94.1%
Missing	996
Missing (%)	70.2%
Infinite	0
Infinite (%)	0.0%

Mean	2887876.288
Minimum	1032
Maximum	98955653
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1032
5-th percentile	1318.1
Q1	4028.5
median	17698
Q3	250449
95-th percentile	5129833.1
Maximum	98955653
Range	98954621
Interquartile range (IQR)	246420.5

Descriptive statistics

Standard deviation	13863304.8
Coefficient of variation (CV)	4.800518934
Kurtosis	35.27458702
Mean	2887876.288
Median Absolute Deviation (MAD)	16019
Skewness	5.941415946
Sum	1221571670
Variance	1.9219122e+14
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6000	5	0.4%
12677	4	0.3%
11660	3	0.2%
2113	2	0.1%
2500000	2	0.1%
1313	2	0.1%
1510	2	0.1%
15419	2	0.1%
710502	2	0.1%
436137	2	0.1%
Other values (388)	397	28.0%
(Missing)	996	70.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1032	1	0.1%
1052	1	0.1%
1107	1	0.1%
1122	1	0.1%
1150	1	0.1%

Value	Count	Frequency (%)
98955653	1	0.1%
96512309	1	0.1%
95760000	1	0.1%
94528000	1	0.1%
94445000	1	0.1%

producerprice_pigs_carcass_lcupertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	377
Distinct (%)	92.6%
Missing	1012
Missing (%)	71.3%
Infinite	0
Infinite (%)	0.0%

Mean	2030616.16
Minimum	1139
Maximum	46711000
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1139
5-th percentile	1404.6
Q1	2074.5
median	17621
Q3	183015
95-th percentile	8048333.3
Maximum	46711000
Range	46709861
Interquartile range (IQR)	180940.5

Descriptive statistics

Standard deviation	7894335.045
Coefficient of variation (CV)	3.88765499
Kurtosis	21.40139092
Mean	2030616.16
Median Absolute Deviation (MAD)	16121
Skewness	4.687553628
Sum	826460777
Variance	6.23205258e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17621	4	0.3%
6480	4	0.3%
17637	3	0.2%
435400	3	0.2%
2750000	3	0.2%
1520	3	0.2%
476030	2	0.1%
4500	2	0.1%
9500	2	0.1%
1584	2	0.1%
Other values (367)	379	26.7%
(Missing)	1012	71.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1139	1	0.1%
1140	1	0.1%
1144	1	0.1%
1232	1	0.1%
1245	1	0.1%

Value	Count	Frequency (%)
46711000	1	0.1%
46390000	1	0.1%
46263000	1	0.1%
46170000	1	0.1%
46075634	1	0.1%

producerprice_chickens_live_lcupertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	617
Distinct (%)	92.4%
Missing	751
Missing (%)	52.9%
Infinite	0
Infinite (%)	0.0%

Mean	1201356.41
Minimum	478
Maximum	42588000
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	478
5-th percentile	860.7
Q1	1857
median	8159
Q3	94078.75
95-th percentile	2971781.95
Maximum	42588000
Range	42587522
Interquartile range (IQR)	92221.75

Descriptive statistics

Standard deviation	5244542.578
Coefficient of variation (CV)	4.365517621
Kurtosis	28.435659
Mean	1201356.41
Median Absolute Deviation (MAD)	7227
Skewness	5.311953918
Sum	802506082
Variance	2.750522685e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1600	7	0.5%
1077	6	0.4%
9039	6	0.4%
3333	4	0.3%
3500	3	0.2%
5060	3	0.2%
1911765	3	0.2%
4000	3	0.2%
932	2	0.1%
1310	2	0.1%
Other values (607)	629	44.3%
(Missing)	751	52.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
478	1	0.1%
526	1	0.1%
535	1	0.1%
541	1	0.1%
772	1	0.1%

Value	Count	Frequency (%)
42588000	1	0.1%
37780000	1	0.1%
35869333	1	0.1%
34512000	1	0.1%
33565333	1	0.1%

producerprice_pigs_live_lcupertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	605
Distinct (%)	93.8%
Missing	774
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%

Mean	986008.5767
Minimum	829
Maximum	34651034
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	829
5-th percentile	1104.6
Q1	2584
median	14677
Q3	133021
95-th percentile	3536830.6
Maximum	34651034
Range	34650205
Interquartile range (IQR)	130437

Descriptive statistics

Standard deviation	4370967.167
Coefficient of variation (CV)	4.432991021
Kurtosis	34.25450521
Mean	986008.5767
Median Absolute Deviation (MAD)	13465
Skewness	5.819191122
Sum	635975532
Variance	1.910535398e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13228	12	0.8%
6801	7	0.5%
5040	4	0.3%
11000	4	0.3%
21753	3	0.2%
1928571	3	0.2%
1212	3	0.2%
1162	2	0.1%
6418	2	0.1%
1034	2	0.1%
Other values (595)	603	42.5%
(Missing)	774	54.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
829	1	0.1%
893	1	0.1%
912	1	0.1%
936	1	0.1%
957	1	0.1%

Value	Count	Frequency (%)
34651034	1	0.1%
32688916	1	0.1%
31529793	1	0.1%
30757386	2	0.1%
30100000	1	0.1%

producerprice_chickens_carcass_slcpertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	397
Distinct (%)	93.9%
Missing	996
Missing (%)	70.2%
Infinite	0
Infinite (%)	0.0%

Mean	2809386.832
Minimum	1032
Maximum	98955653
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1032
5-th percentile	1318.1
Q1	2838
median	17042
Q3	249500
95-th percentile	4987058.4
Maximum	98955653
Range	98954621
Interquartile range (IQR)	246662

Descriptive statistics

Standard deviation	13832228.72
Coefficient of variation (CV)	4.923575693
Kurtosis	35.75221365
Mean	2809386.832
Median Absolute Deviation (MAD)	15363
Skewness	5.993882377
Sum	1188370630
Variance	1.913305513e+14
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6000	5	0.4%
12677	4	0.3%
11660	3	0.2%
250000	2	0.1%
2500000	2	0.1%
1313	2	0.1%
20000	2	0.1%
9338	2	0.1%
2518	2	0.1%
1510	2	0.1%
Other values (387)	397	28.0%
(Missing)	996	70.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1032	1	0.1%
1052	1	0.1%
1107	1	0.1%
1122	1	0.1%
1150	1	0.1%

Value	Count	Frequency (%)
98955653	1	0.1%
96512309	1	0.1%
95760000	1	0.1%
94528000	1	0.1%
94445000	1	0.1%

producerprice_pigs_carcass_slcpertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	377
Distinct (%)	92.6%
Missing	1012
Missing (%)	71.3%
Infinite	0
Infinite (%)	0.0%

Mean	1907944.464
Minimum	1139
Maximum	46711000
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1139
5-th percentile	1404.6
Q1	2074.5
median	17621
Q3	176108.5
95-th percentile	6479928.8
Maximum	46711000
Range	46709861
Interquartile range (IQR)	174034

Descriptive statistics

Standard deviation	7728339.622
Coefficient of variation (CV)	4.050610365
Kurtosis	23.49112978
Mean	1907944.464
Median Absolute Deviation (MAD)	16113
Skewness	4.913892725
Sum	776533397
Variance	5.972723332e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17621	4	0.3%
6480	4	0.3%
17637	3	0.2%
2750000	3	0.2%
1520	3	0.2%
435400	3	0.2%
2600	2	0.1%
9500	2	0.1%
15432	2	0.1%
1584	2	0.1%
Other values (367)	379	26.7%
(Missing)	1012	71.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1139	1	0.1%
1140	1	0.1%
1144	1	0.1%
1232	1	0.1%
1245	1	0.1%

Value	Count	Frequency (%)
46711000	1	0.1%
46390000	1	0.1%
46263000	1	0.1%
46170000	1	0.1%
46075634	1	0.1%

producerprice_chickens_live_slcpertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	612
Distinct (%)	91.6%
Missing	751
Missing (%)	52.9%
Infinite	0
Infinite (%)	0.0%

Mean	1096886.933
Minimum	478
Maximum	42588000
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	478
5-th percentile	862.7
Q1	1722.25
median	7523.5
Q3	87906.25
95-th percentile	2800130.05
Maximum	42588000
Range	42587522
Interquartile range (IQR)	86184

Descriptive statistics

Standard deviation	5141798.49
Coefficient of variation (CV)	4.687628539
Kurtosis	31.25289844
Mean	1096886.933
Median Absolute Deviation (MAD)	6587.5
Skewness	5.603310482
Sum	732720471
Variance	2.643809171e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1600	7	0.5%
1077	6	0.4%
9039	6	0.4%
3333	4	0.3%
4000	3	0.2%
926	3	0.2%
913	3	0.2%
3500	3	0.2%
1911765	3	0.2%
5060	3	0.2%
Other values (602)	627	44.2%
(Missing)	751	52.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
478	1	0.1%
526	1	0.1%
535	1	0.1%
541	1	0.1%
556	1	0.1%

Value	Count	Frequency (%)
42588000	1	0.1%
37780000	1	0.1%
35869333	1	0.1%
34512000	1	0.1%
33565333	1	0.1%

producerprice_pigs_live_slcpertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	602
Distinct (%)	93.3%
Missing	774
Missing (%)	54.5%
Infinite	0
Infinite (%)	0.0%

Mean	812515.093
Minimum	829
Maximum	34651034
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	829
5-th percentile	1121
Q1	2356
median	13228
Q3	126383
95-th percentile	2206696.4
Maximum	34651034
Range	34650205
Interquartile range (IQR)	124027

Descriptive statistics

Standard deviation	3989071.658
Coefficient of variation (CV)	4.909535456
Kurtosis	46.52855086
Mean	812515.093
Median Absolute Deviation (MAD)	12048
Skewness	6.770194231
Sum	524072235
Variance	1.591269269e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13228	12	0.8%
6801	7	0.5%
5040	4	0.3%
11000	4	0.3%
2486	4	0.3%
1212	3	0.2%
1928571	3	0.2%
1162	2	0.1%
2558	2	0.1%
1424	2	0.1%
Other values (592)	602	42.4%
(Missing)	774	54.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
829	1	0.1%
936	1	0.1%
957	1	0.1%
987	1	0.1%
1013	1	0.1%

Value	Count	Frequency (%)
34651034	1	0.1%
32688916	1	0.1%
31529793	1	0.1%
30757386	2	0.1%
30100000	1	0.1%

producerprice_chickens_carcass_usdpertonne
Real number (ℝ_≥0)

MISSING

Distinct	387
Distinct (%)	92.6%
Missing	1001
Missing (%)	70.5%
Infinite	0
Infinite (%)	0.0%

Mean	2834.574163
Minimum	950
Maximum	7794
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	950
5-th percentile	1316.65
Q1	1857.5
median	2472
Q3	3502.25
95-th percentile	5367.95
Maximum	7794
Range	6844
Interquartile range (IQR)	1644.75

Descriptive statistics

Standard deviation	1280.544839
Coefficient of variation (CV)	0.4517591587
Kurtosis	0.5154892801
Mean	2834.574163
Median Absolute Deviation (MAD)	767
Skewness	0.9681768281
Sum	1184852
Variance	1639795.084
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4695	4	0.3%
2068	3	0.2%
4319	3	0.2%
2860	3	0.2%
1847	3	0.2%
3466	2	0.1%
4259	2	0.1%
2011	2	0.1%
4621	2	0.1%
1342	2	0.1%
Other values (377)	392	27.6%
(Missing)	1001	70.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
950	1	0.1%
968	1	0.1%
1028	1	0.1%
1039	1	0.1%
1075	1	0.1%

Value	Count	Frequency (%)
7794	1	0.1%
7204	1	0.1%
7169	1	0.1%
6424	1	0.1%
6322	1	0.1%

producerprice_pigs_carcass_usdpertonne
Real number (ℝ_≥0)

MISSING

Distinct	381
Distinct (%)	93.6%
Missing	1012
Missing (%)	71.3%
Infinite	0
Infinite (%)	0.0%

Mean	2822.614251
Minimum	1236
Maximum	6957
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	1236
5-th percentile	1534.6
Q1	1982.5
median	2454
Q3	3280.5
95-th percentile	5673.2
Maximum	6957
Range	5721
Interquartile range (IQR)	1298

Descriptive statistics

Standard deviation	1226.677467
Coefficient of variation (CV)	0.4345891283
Kurtosis	1.438180284
Mean	2822.614251
Median Absolute Deviation (MAD)	579
Skewness	1.408815714
Sum	1148804
Variance	1504737.607
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2544	4	0.3%
6526	4	0.3%
3160	3	0.2%
6532	3	0.2%
1835	2	0.1%
1952	2	0.1%
1669	2	0.1%
3091	2	0.1%
1707	2	0.1%
2785	2	0.1%
Other values (371)	381	26.8%
(Missing)	1012	71.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1236	1	0.1%
1261	1	0.1%
1263	1	0.1%
1336	1	0.1%
1351	1	0.1%

Value	Count	Frequency (%)
6957	1	0.1%
6840	1	0.1%
6532	3	0.2%
6526	4	0.3%
6461	1	0.1%

producerprice_chickens_live_usdpertonne
Real number (ℝ_≥0)

MISSING

Distinct	585
Distinct (%)	88.5%
Missing	758
Missing (%)	53.4%
Infinite	0
Infinite (%)	0.0%

Mean	1923.576399
Minimum	445
Maximum	7859
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	445
5-th percentile	888
Q1	1166
median	1517
Q3	2330
95-th percentile	4387
Maximum	7859
Range	7414
Interquartile range (IQR)	1164

Descriptive statistics

Standard deviation	1172.68468
Coefficient of variation (CV)	0.609637694
Kurtosis	4.201603597
Mean	1923.576399
Median Absolute Deviation (MAD)	469
Skewness	1.910726961
Sum	1271484
Variance	1375189.36
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3348	6	0.4%
1187	4	0.3%
964	3	0.2%
1194	3	0.2%
1874	3	0.2%
1568	3	0.2%
1313	3	0.2%
4000	3	0.2%
1205	3	0.2%
930	3	0.2%
Other values (575)	627	44.2%
(Missing)	758	53.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
445	1	0.1%
547	1	0.1%
549	1	0.1%
550	1	0.1%
619	1	0.1%

Value	Count	Frequency (%)
7859	1	0.1%
7353	1	0.1%
6987	1	0.1%
6929	1	0.1%
6783	1	0.1%

producerprice_pigs_live_usdpertonne
Real number (ℝ_≥0)

MISSING

Distinct	543
Distinct (%)	85.1%
Missing	781
Missing (%)	55.0%
Infinite	0
Infinite (%)	0.0%

Mean	2060.556426
Minimum	414
Maximum	7174
Zeros	0
Zeros (%)	0.0%
Memory size	11.1 KiB

Quantile statistics

Minimum	414
5-th percentile	960.9
Q1	1382
median	1732.5
Q3	2448.75
95-th percentile	4532.85
Maximum	7174
Range	6760
Interquartile range (IQR)	1066.75

Descriptive statistics

Standard deviation	1053.694257
Coefficient of variation (CV)	0.5113639422
Kurtosis	3.413012177
Mean	2060.556426
Median Absolute Deviation (MAD)	462.5
Skewness	1.691337424
Sum	1314635
Variance	1110271.588
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4899	12	0.8%
2486	4	0.3%
1361	4	0.3%
4074	4	0.3%
1363	3	0.2%
1143	3	0.2%
1849	3	0.2%
1721	3	0.2%
1649	2	0.1%
1823	2	0.1%
Other values (533)	598	42.1%
(Missing)	781	55.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
414	1	0.1%
463	1	0.1%
473	1	0.1%
507	1	0.1%
544	1	0.1%

Value	Count	Frequency (%)
7174	1	0.1%
6881	1	0.1%
6804	1	0.1%
6322	1	0.1%
5537	1	0.1%

country_inscope
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

False	1322
True	97

Common Values
Chart

Value	Count	Frequency (%)
False	1322	93.2%
True	97	6.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

First rows

	country	year	producerprice_chickens_carcass_index	producerprice_pigs_carcass_index	producerprice_chickens_live_index	producerprice_pigs_live_index	producerprice_chickens_carcass_lcupertonne	producerprice_pigs_carcass_lcupertonne	producerprice_chickens_live_lcupertonne	producerprice_pigs_live_lcupertonne	producerprice_chickens_carcass_slcpertonne	producerprice_pigs_carcass_slcpertonne	producerprice_chickens_live_slcpertonne	producerprice_pigs_live_slcpertonne	producerprice_chickens_carcass_usdpertonne	producerprice_pigs_carcass_usdpertonne	producerprice_chickens_live_usdpertonne	producerprice_pigs_live_usdpertonne	country_inscope
0	Afghanistan	2011	111.0	NaN	111.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
1	Afghanistan	2012	113.0	NaN	113.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
2	Afghanistan	2013	109.0	NaN	109.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
3	Afghanistan	2014	105.0	NaN	105.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
4	Afghanistan	2015	101.0	NaN	101.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
5	Afghanistan	2016	93.0	NaN	93.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
6	Afghanistan	2017	90.0	NaN	90.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
7	Afghanistan	2018	85.0	NaN	85.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
8	Afghanistan	2019	88.0	NaN	88.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
9	Albania	2011	69.0	109.0	69.0	87.0	338000.0	563000.0	NaN	297488.0	338000.0	563000.0	NaN	297488.0	3350.0	5580.0	NaN	2948.0	False

Last rows

	country	year	producerprice_chickens_carcass_index	producerprice_pigs_carcass_index	producerprice_chickens_live_index	producerprice_pigs_live_index	producerprice_chickens_carcass_lcupertonne	producerprice_pigs_carcass_lcupertonne	producerprice_chickens_live_lcupertonne	producerprice_pigs_live_lcupertonne	producerprice_chickens_carcass_slcpertonne	producerprice_pigs_carcass_slcpertonne	producerprice_chickens_live_slcpertonne	producerprice_pigs_live_slcpertonne	producerprice_chickens_carcass_usdpertonne	producerprice_pigs_carcass_usdpertonne	producerprice_chickens_live_usdpertonne	producerprice_pigs_live_usdpertonne	country_inscope
1409	Zambia	2016	108.0	113.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
1410	Zambia	2017	79.0	82.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False
1411	Zambia	2018	139.0	124.0	NaN	NaN	27146.0	42080.0	NaN	NaN	27146.0	42080.0	NaN	NaN	2596.0	4024.0	NaN	NaN	False
1412	Zambia	2019	151.0	131.0	NaN	NaN	29464.0	44357.0	NaN	NaN	29464.0	44357.0	NaN	NaN	2286.0	3441.0	NaN	NaN	False
1413	Zimbabwe	2014	NaN	NaN	105.0	NaN	NaN	NaN	4333.0	NaN	NaN	NaN	4333.0	NaN	NaN	NaN	4333.0	NaN	False
1414	Zimbabwe	2015	NaN	NaN	97.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	False
1415	Zimbabwe	2016	NaN	NaN	97.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	False
1416	Zimbabwe	2017	NaN	NaN	97.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	NaN	NaN	4000.0	NaN	False
1417	Zimbabwe	2018	NaN	NaN	114.0	NaN	NaN	NaN	4667.0	NaN	NaN	NaN	4667.0	NaN	NaN	NaN	4667.0	NaN	False
1418	Zimbabwe	2019	NaN	NaN	82.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	False

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows